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Papers Benchmarks Datasets Tasks

PrimeVul dataset and benchmarks · SOTA2 Research

Research Datasets

PrimeVul

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Vulnerability Detection

PrimeVul (test)

68.74F1 Score

38

Vulnerability Detection

PrimeVul Seed: PrimeVul Train (test)

25.93Precision

24

Vulnerability Detection

PrimeVul

67.93F1 Score

24

Vulnerability Detection

PrimeVul Paired (test)

275Pair-Correct Count

22

Vulnerability Detection

PrimeVul Paired (full)

93.66PC Score

13

Vulnerability Detection

PRIMEVUL (val)

97Accuracy

7

Paired Vulnerability Detection

PRIMEVUL paired (val)

22.7P-C

7

Vulnerability Detection & Localization

PrimeVul (test)

11.7Top-1 Accuracy

5

Function-level vulnerability detection

PrimeVul Paired

53.22Accuracy

5

Vulnerability Detection

PrimeVul Balanced

52.75Precision

4

Vulnerability Detection

PrimeVul Full

62Precision

4

Vulnerability Detection

PrimeVul Full code samples (Paired)

96.83Accuracy

3

Popular tasks

Vulnerability Detection Function-level vulnerability detection Paired Vulnerability Detection Vulnerability Detection & Localization

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